Quality Overview
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SAFE-3
80+ strong · 60+ usableA minimal, embeddable reflection engine that gives AI agents the ability to examine their own past decisions, detect reasoning loops, and generate actionable self-improvement insights—like a debugger for agent cognition.
Log an agent interaction:
python agent_memory_reflector.py --agent "task_planner_v3" \
--prompt "How should I deploy the microservice?" \
--response "You can use Kubernetes with Helm." \
--meta '{"confidence":0.8, "retrieved_context":true}'Generate a reflection report:
python agent_memory_reflector.py --agent "task_planner_v3" --reflect$29.00
import: clawhub https://clawhub.ai/albionaiinc-del/agent-memory-reflector
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Personas
Transform into 20 specialized AI personalities on demand. Switch mid-conversation and load only the active persona.
Agent Memory
Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.
Fluid Memory
基于艾宾浩斯遗忘曲线和访问频率的衰减模型设计的遗忘和归档机制，完全依赖openclaw原生记忆系统的拟人化流体记忆系统
Evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...
Evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...
Capability Evolver
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...